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ORCIDBibTeX records: Alexey Tsymbal
@article{DBLP:journals/cars/DankerlHTCAUJ14,
author = {Peter Dankerl and
Matthias Hammon and
Alexey Tsymbal and
Alexander Cavallaro and
Stephan Achenbach and
Michael Uder and
Rolf Janka},
title = {Evaluation of novice reader diagnostic performance in coronary {CT}
angiography using an advanced cardiac software package},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {9},
number = {4},
pages = {609--615},
year = {2014},
url = {https://doi.org/10.1007/s11548-013-0953-0},
doi = {10.1007/S11548-013-0953-0},
timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cars/DankerlHTCAUJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/TsymbalMKK14,
author = {Alexey Tsymbal and
Eugen Meissner and
B. Michael Kelm and
Martin Kramer},
title = {Towards cloud-based image-integrated similarity search in big data},
booktitle = {Proceedings of {IEEE-EMBS} International Conference on Biomedical
and Health Informatics, {BHI} 2014, Valencia, Spain, June 1-4, 2014},
pages = {593--596},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/BHI.2014.6864434},
doi = {10.1109/BHI.2014.6864434},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/bhi/TsymbalMKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SchonTH12,
author = {Torsten Sch{\"{o}}n and
Alexey Tsymbal and
Martin Huber},
title = {Gene-pair representation and incorporation of GO-based semantic similarity
into classification of gene expression data},
journal = {Intell. Data Anal.},
volume = {16},
number = {5},
pages = {827--843},
year = {2012},
url = {https://doi.org/10.3233/IDA-2012-0553},
doi = {10.3233/IDA-2012-0553},
timestamp = {Mon, 11 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/SchonTH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sighit/SodaATCPT12,
author = {Paolo Soda and
Sameer K. Antani and
Francesco Tortorella and
Mario Cannataro and
Mykola Pechenizkiy and
Alexey Tsymbal},
title = {Trends in computer-based medical systems},
journal = {{SIGHIT} Rec.},
volume = {2},
number = {2},
pages = {46--50},
year = {2012},
url = {https://doi.org/10.1145/2384556.2384563},
doi = {10.1145/2384556.2384563},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sighit/SodaATCPT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WelsKTHSSCC12,
author = {Michael Wels and
B. Michael Kelm and
Alexey Tsymbal and
Matthias Hammon and
Grzegorz Soza and
Michael S{\"{u}}hling and
Alexander Cavallaro and
Dorin Comaniciu},
editor = {Bram van Ginneken and
Carol L. Novak},
title = {Multi-stage osteolytic spinal bone lesion detection from {CT} data
with internal sensitivity control},
booktitle = {Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California,
United States, 4-9 February 2012},
series = {{SPIE} Proceedings},
volume = {8315},
pages = {831513},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911169},
doi = {10.1117/12.911169},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/WelsKTHSSCC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cbms/2012,
editor = {Paolo Soda and
Francesco Tortorella and
Sameer K. Antani and
Mykola Pechenizkiy and
Mario Cannataro and
Alexey Tsymbal},
title = {Proceedings of {CBMS} 2012, The 25th {IEEE} International Symposium
on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/xpl/conhome/6255878/proceeding},
isbn = {978-1-4673-2051-1},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/CostaTNSZC11,
author = {Mar{\'{\i}}a Jimena Costa and
Alexey Tsymbal and
William Nguatem and
Michael S{\"{u}}hling and
Shaohua Kevin Zhou and
Dorin Comaniciu},
editor = {Ronald M. Summers and
Bram van Ginneken},
title = {A method for mass candidate detection and an application to liver
lesion detection},
booktitle = {Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando),
Florida, United States, 12-17 February 2011},
series = {{SPIE} Proceedings},
volume = {7963},
pages = {79630R},
publisher = {{SPIE}},
year = {2011},
url = {https://doi.org/10.1117/12.877353},
doi = {10.1117/12.877353},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/CostaTNSZC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KelmMZTBHZMC11,
author = {B. Michael Kelm and
Sushil Mittal and
Yefeng Zheng and
Alexey Tsymbal and
Dominik Bernhardt and
Fernando Vega Higuera and
Shaohua Kevin Zhou and
Peter Meer and
Dorin Comaniciu},
editor = {Gabor Fichtinger and
Anne L. Martel and
Terry M. Peters},
title = {Detection, Grading and Classification of Coronary Stenoses in Computed
Tomography Angiography},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2011 - 14th International Conference, Toronto, Canada, September 18-22,
2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6893},
pages = {25--32},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23626-6\_4},
doi = {10.1007/978-3-642-23626-6\_4},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KelmMZTBHZMC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CostaTHCSSC11,
author = {Mar{\'{\i}}a Jimena Costa and
Alexey Tsymbal and
Matthias Hammon and
Alexander Cavallaro and
Michael S{\"{u}}hling and
Sascha Seifert and
Dorin Comaniciu},
editor = {Henning M{\"{u}}ller and
Hayit Greenspan and
Tanveer Fathima Syeda{-}Mahmood},
title = {A Discriminative Distance Learning-Based {CBIR} Framework for Characterization
of Indeterminate Liver Lesions},
booktitle = {Medical Content-Based Retrieval for Clinical Decision Support - Second
{MICCAI} International Workshop, {MCBR-CDS} 2011, Toronto, ON, Canada,
September 22, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7075},
pages = {92--104},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28460-1\_9},
doi = {10.1007/978-3-642-28460-1\_9},
timestamp = {Sun, 02 Jun 2019 21:24:54 +0200},
biburl = {https://dblp.org/rec/conf/miccai/CostaTHCSSC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VitanovskiTISGMLFHC11,
author = {Dime Vitanovski and
Alexey Tsymbal and
Razvan Ioan Ionasec and
Michaela Schmidt and
Andreas Greiser and
Edgar Mueller and
Xiaoguang Lu and
Gareth Funka{-}Lea and
Joachim Hornegger and
Dorin Comaniciu},
editor = {Kenji Suzuki and
Fei Wang and
Dinggang Shen and
Pingkun Yan},
title = {Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from
2D+t {MRI} Slices},
booktitle = {Machine Learning in Medical Imaging - Second International Workshop,
{MLMI} 2011, Held in Conjunction with {MICCAI} 2011, Toronto, Canada,
September 18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7009},
pages = {282--290},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24319-6\_35},
doi = {10.1007/978-3-642-24319-6\_35},
timestamp = {Sat, 05 Sep 2020 18:06:04 +0200},
biburl = {https://dblp.org/rec/conf/miccai/VitanovskiTISGMLFHC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/VitanovskiTIGZH11,
author = {Dime Vitanovski and
Alexey Tsymbal and
Razvan Ioan Ionasec and
Bogdan Georgescu and
Shaohua Kevin Zhou and
Joachim Hornegger and
Dorin Comaniciu},
editor = {Kenneth H. Wong and
David R. Holmes III},
title = {Learning distance function for regression-based 4D pulmonary trunk
model reconstruction estimated from sparse {MRI} data},
booktitle = {Medical Imaging 2011: Visualization, Image-Guided Procedures, and
Modeling, Lake Buena Vista (Orlando), Florida, United States, 12-17
February 2011},
series = {{SPIE} Proceedings},
volume = {7964},
pages = {79640L},
publisher = {{SPIE}},
year = {2011},
url = {https://doi.org/10.1117/12.878195},
doi = {10.1117/12.878195},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miigp/VitanovskiTIGZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SodaPTT10b,
author = {Paolo Soda and
Mykola Pechenizkiy and
Francesco Tortorella and
Alexey Tsymbal},
title = {Knowledge discovery and computer-based decision support in biomedicine},
journal = {Artif. Intell. Medicine},
volume = {50},
number = {1},
pages = {1--2},
year = {2010},
url = {https://doi.org/10.1016/j.artmed.2010.06.001},
doi = {10.1016/J.ARTMED.2010.06.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/SodaPTT10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbrmd/TsymbalHZ10,
author = {Alexey Tsymbal and
Martin Huber and
Shaohua Kevin Zhou},
title = {Learning Discriminative Distance Functions for Case Retrieval and
Decision Support},
journal = {Trans. Case Based Reason.},
volume = {3},
number = {1},
pages = {1--16},
year = {2010},
url = {http://www.ibai-publishing.org/journal/issue\_cbr/2010\_october/cbr\_3\_1\_1-16.php},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbrmd/TsymbalHZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/TsymbalHZ10,
author = {Alexey Tsymbal and
Martin Huber and
Shaohua Kevin Zhou},
editor = {Petra Perner},
title = {Learning Discriminative Distance Functions for Case Retrieval and
Decision Support},
booktitle = {Advances in Data Mining. 10th Industrial Conference, {ICDM} 2010,
Berlin, Germany, July 2010, Workshop Proceedings},
pages = {65--80},
publisher = {ibai Publishing},
year = {2010},
timestamp = {Tue, 22 Feb 2022 10:29:42 +0100},
biburl = {https://dblp.org/rec/conf/incdm/TsymbalHZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VitanovskiTIGHTSZHC10,
author = {Dime Vitanovski and
Alexey Tsymbal and
Razvan Ioan Ionasec and
Bogdan Georgescu and
Martin Huber and
Andrew Mayall Taylor and
Silvia Schievano and
Shaohua Kevin Zhou and
Joachim Hornegger and
Dorin Comaniciu},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment
Using {CT} and {MRI} Imaging},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6361},
pages = {460--467},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15705-9\_56},
doi = {10.1007/978-3-642-15705-9\_56},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/VitanovskiTIGHTSZHC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/VoigtVITGZHNHC10,
author = {Ingmar Voigt and
Dime Vitanovski and
Razvan Ioan Ionasec and
Alexey Tsymbal and
Bogdan Georgescu and
Shaohua Kevin Zhou and
Martin Huber and
Nassir Navab and
Joachim Hornegger and
Dorin Comaniciu},
editor = {Benoit M. Dawant and
David R. Haynor},
title = {Learning discriminative distance functions for valve retrieval and
improved decision support in valvular heart disease},
booktitle = {Medical Imaging 2010: Image Processing, San Diego, California, USA,
February 14-16, 2010},
series = {{SPIE} Proceedings},
volume = {7623},
pages = {762314},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.843972},
doi = {10.1117/12.843972},
timestamp = {Mon, 11 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/VoigtVITGZHNHC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/SchonTH10,
author = {Torsten Sch{\"{o}}n and
Alexey Tsymbal and
Martin Huber},
editor = {Marcin S. Szczuka and
Marzena Kryszkiewicz and
Sheela Ramanna and
Richard Jensen and
Qinghua Hu},
title = {Gene-Pair Representation and Incorporation of GO-based Semantic Similarity
into Classification of Gene Expression Data},
booktitle = {Rough Sets and Current Trends in Computing - 7th International Conference,
{RSCTC} 2010, Warsaw, Poland, June 28-30,2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6086},
pages = {217--226},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13529-3\_24},
doi = {10.1007/978-3-642-13529-3\_24},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/rsctc/SchonTH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cbms/2010,
editor = {Tharam S. Dillon and
Daniel L. Rubin and
William M. Gallagher and
Amandeep S. Sidhu and
Alexey Tsymbal},
title = {{IEEE} 23rd International Symposium on Computer-Based Medical Systems
{(CBMS} 2010), Perth, Australia, October 12-15, 2010},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/6032141/proceeding},
isbn = {978-1-4244-9167-4},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/PechenizkiyT09,
author = {Mykola Pechenizkiy and
Alexey Tsymbal},
title = {Guest editorial for {DKE} special issue on "Biomedical Data Mining"},
journal = {Data Knowl. Eng.},
volume = {68},
number = {12},
pages = {1357--1358},
year = {2009},
url = {https://doi.org/10.1016/j.datak.2009.07.001},
doi = {10.1016/J.DATAK.2009.07.001},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/PechenizkiyT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/GelbartMT09,
author = {David Gelbart and
Nelson Morgan and
Alexey Tsymbal},
title = {Hill-climbing feature selection for multi-stream {ASR}},
booktitle = {{INTERSPEECH} 2009, 10th Annual Conference of the International Speech
Communication Association, Brighton, United Kingdom, September 6-10,
2009},
pages = {2967--2970},
publisher = {{ISCA}},
year = {2009},
url = {https://doi.org/10.21437/Interspeech.2009-751},
doi = {10.21437/INTERSPEECH.2009-751},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/GelbartMT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/TsymbalRHZ09,
author = {Alexey Tsymbal and
Gabor Rendes and
Martin Huber and
Shaohua Kevin Zhou},
editor = {Melanie Hartmann and
Frederik Janssen},
title = {The Neighborhood Graph for Clinical Case Retrieval and Decision Support
within Health-e-Child CaseReasoner},
booktitle = {{LWA} 2009: Workshop-Woche: Lernen, Wissen, Adaptivit{\"{a}}t,
Darmstadt, 21.-23. September 2009},
volume = {{TUD-CS-2009-0157/TUD-KE-2009-04}},
pages = {FGWM:49--56},
publisher = {{FG} Telekooperation/FG Knowledge Engineering, Technische Universit{\"{a}}t
Darmstadt, Germany},
year = {2009},
timestamp = {Mon, 11 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/TsymbalRHZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/IonasecTVGZNC09,
author = {Razvan Ioan Ionasec and
Alexey Tsymbal and
Dime Vitanovski and
Bogdan Georgescu and
Shaohua Kevin Zhou and
Nassir Navab and
Dorin Comaniciu},
editor = {Josien P. W. Pluim and
Benoit M. Dawant},
title = {Shape-based diagnosis of the aortic valve},
booktitle = {Medical Imaging 2009: Image Processing, Lake Buena Vista (Orlando
Area), Florida, United States, 7-12 February 2009},
series = {{SPIE} Proceedings},
volume = {7259},
pages = {725908},
publisher = {{SPIE}},
year = {2009},
url = {https://doi.org/10.1117/12.812488},
doi = {10.1117/12.812488},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/IonasecTVGZNC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PechenizkiyPT08,
author = {Mykola Pechenizkiy and
Seppo Puuronen and
Alexey Tsymbal},
title = {Towards more relevance-oriented data mining research},
journal = {Intell. Data Anal.},
volume = {12},
number = {2},
pages = {237--249},
year = {2008},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00325},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/PechenizkiyPT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/TsymbalPCP08,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Padraig Cunningham and
Seppo Puuronen},
title = {Dynamic integration of classifiers for handling concept drift},
journal = {Inf. Fusion},
volume = {9},
number = {1},
pages = {56--68},
year = {2008},
url = {https://doi.org/10.1016/j.inffus.2006.11.002},
doi = {10.1016/J.INFFUS.2006.11.002},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/TsymbalPCP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/ZillnerHRTHS08,
author = {Sonja Zillner and
Tamas Hauer and
Dmitri Rogulin and
Alexey Tsymbal and
Martin Huber and
Tony Solomonides},
title = {Semantic Visualization of Patient Information},
booktitle = {Proceedings of the Twenty-First {IEEE} International Symposium on
Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"{a}}skyl{\"{a}},
Finland},
pages = {296--301},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CBMS.2008.11},
doi = {10.1109/CBMS.2008.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/ZillnerHRTHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PuuronenPT08,
author = {Seppo Puuronen and
Mykola Pechenizkiy and
Alexey Tsymbal},
title = {Effectiveness of Local Feature Selection in Ensemble Learning for
Prediction of Antimicrobial Resistance},
booktitle = {Proceedings of the Twenty-First {IEEE} International Symposium on
Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"{a}}skyl{\"{a}},
Finland},
pages = {632--637},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CBMS.2008.22},
doi = {10.1109/CBMS.2008.22},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/PuuronenPT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/HauerRZBSTHSM08,
author = {Tamas Hauer and
Dmitri Rogulin and
Sonja Zillner and
Andrew Branson and
Jetendr Shamdasani and
Alexey Tsymbal and
Martin Huber and
Tony Solomonides and
Richard McClatchey},
editor = {Amit P. Sheth and
Steffen Staab and
Mike Dean and
Massimo Paolucci and
Diana Maynard and
Timothy W. Finin and
Krishnaprasad Thirunarayan},
title = {An Architecture for Semantic Navigation and Reasoning with Patient
Data - Experiences of the Health-e-Child Project},
booktitle = {The Semantic Web - {ISWC} 2008, 7th International Semantic Web Conference,
{ISWC} 2008, Karlsruhe, Germany, October 26-30, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5318},
pages = {737--750},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88564-1\_47},
doi = {10.1007/978-3-540-88564-1\_47},
timestamp = {Tue, 07 Sep 2021 13:47:52 +0200},
biburl = {https://dblp.org/rec/conf/semweb/HauerRZBSTHSM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PechenizkiyPT08,
author = {Mykola Pechenizkiy and
Seppo Puuronen and
Alexey Tsymbal},
editor = {Tsau Young Lin and
Ying Xie and
Anita Wasilewska and
Churn{-}Jung Liau},
title = {Does Relevance Matter to Data Mining Research?},
booktitle = {Data Mining: Foundations and Practice},
series = {Studies in Computational Intelligence},
volume = {118},
pages = {251--275},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78488-3\_15},
doi = {10.1007/978-3-540-78488-3\_15},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/PechenizkiyPT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/PechenizkiyTPP07,
author = {Mykola Pechenizkiy and
Alexey Tsymbal and
Seppo Puuronen and
David W. Patterson},
title = {Feature Extraction for Dynamic Integration of Classifiers},
journal = {Fundam. Informaticae},
volume = {77},
number = {3},
pages = {243--275},
year = {2007},
url = {http://content.iospress.com/articles/fundamenta-informaticae/fi77-3-04},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fuin/PechenizkiyTPP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paapp/ZhengCT07,
author = {Huicheng Zheng and
Padraig Cunningham and
Alexey Tsymbal},
title = {Learning multiple linear manifolds with self-organizing networks},
journal = {Int. J. Parallel Emergent Distributed Syst.},
volume = {22},
number = {6},
pages = {417--426},
year = {2007},
url = {https://doi.org/10.1080/17445760701207660},
doi = {10.1080/17445760701207660},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paapp/ZhengCT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/TsymbalZH07,
author = {Alexey Tsymbal and
Sonja Zillner and
Martin Huber},
title = {Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific
Heterogeneous Data},
booktitle = {20th {IEEE} International Symposium on Computer-Based Medical Systems
{(CBMS} 2007), 20-22 June 2007, Maribor, Slovenia},
pages = {595--600},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CBMS.2007.50},
doi = {10.1109/CBMS.2007.50},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/TsymbalZH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dils/TsymbalZH07,
author = {Alexey Tsymbal and
Sonja Zillner and
Martin Huber},
editor = {Sarah Cohen Boulakia and
Val Tannen},
title = {Ontology - Supported Machine Learning and Decision Support in Biomedicine},
booktitle = {Data Integration in the Life Sciences, 4th International Workshop,
{DILS} 2007, Philadelphia, PA, USA, June 27-29, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4544},
pages = {156--171},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73255-6\_14},
doi = {10.1007/978-3-540-73255-6\_14},
timestamp = {Mon, 16 Sep 2019 15:28:31 +0200},
biburl = {https://dblp.org/rec/conf/dils/TsymbalZH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/TsymbalHZHZ07,
author = {Alexey Tsymbal and
Martin Huber and
Sonja Zillner and
Tamas Hauer and
Shaohua Kevin Zhou},
editor = {Alexander Hinneburg},
title = {Visualizing Patient Similarity in Clinical Decision Support},
booktitle = {{LWA} 2007: Lernen - Wissen - Adaption, Halle, Deutschland, September
2007, Workshop Proceedings},
pages = {304--311},
publisher = {Martin-Luther-University Halle-Wittenberg},
year = {2007},
timestamp = {Mon, 11 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/TsymbalHZHZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/PechenizkiyTP06,
author = {Mykola Pechenizkiy and
Alexey Tsymbal and
Seppo Puuronen},
title = {Local Dimensionality Reduction and Supervised Learning Within Natural
Clusters for Biomedical Data Analysis},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {10},
number = {3},
pages = {533--539},
year = {2006},
url = {https://doi.org/10.1109/TITB.2006.875654},
doi = {10.1109/TITB.2006.875654},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/PechenizkiyTP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/TsymbalPCP06,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Padraig Cunningham and
Seppo Puuronen},
title = {Handling Local Concept Drift with Dynamic Integration of Classifiers:
Domain of Antibiotic Resistance in Nosocomial Infections},
booktitle = {19th {IEEE} International Symposium on Computer-Based Medical Systems
{(CBMS} 2006), 22-23 June 2006, Salt Lake City, Utah, {USA}},
pages = {679--684},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CBMS.2006.94},
doi = {10.1109/CBMS.2006.94},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/TsymbalPCP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PechenizkiyTPP06,
author = {Mykola Pechenizkiy and
Alexey Tsymbal and
Seppo Puuronen and
Oleksandr Pechenizkiy},
title = {Class Noise and Supervised Learning in Medical Domains: The Effect
of Feature Extraction},
booktitle = {19th {IEEE} International Symposium on Computer-Based Medical Systems
{(CBMS} 2006), 22-23 June 2006, Salt Lake City, Utah, {USA}},
pages = {708--713},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CBMS.2006.65},
doi = {10.1109/CBMS.2006.65},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/PechenizkiyTPP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/PuuronenPT06,
author = {Seppo Puuronen and
Mykola Pechenizkiy and
Alexey Tsymbal},
title = {Keynote Paper: Data Mining Researcher, Who is Your Customer? Some
Issues Inspired by the Information Systems Field},
booktitle = {17th International Workshop on Database and Expert Systems Applications
{(DEXA} 2006), 4-8 September 2006, Krakow, Poland},
pages = {579--583},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/DEXA.2006.81},
doi = {10.1109/DEXA.2006.81},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/PuuronenPT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TsymbalPC06,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Padraig Cunningham},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Dynamic Integration with Random Forests},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {801--808},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_82},
doi = {10.1007/11871842\_82},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/TsymbalPC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/DelanyCT06,
author = {Sarah Jane Delany and
Padraig Cunningham and
Alexey Tsymbal},
editor = {Geoff Sutcliffe and
Randy Goebel},
title = {A Comparison of Ensemble and Case-Base Maintenance Techniques for
Handling Concept Drift in Spam Filtering},
booktitle = {Proceedings of the Nineteenth International Florida Artificial Intelligence
Research Society Conference, Melbourne Beach, Florida, USA, May 11-13,
2006},
pages = {340--345},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/FLAIRS/2006/flairs06-067.php},
timestamp = {Wed, 26 Oct 2022 08:35:26 +0200},
biburl = {https://dblp.org/rec/conf/flairs/DelanyCT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/PechenizkiyPT06,
author = {Mykola Pechenizkiy and
Seppo Puuronen and
Alexey Tsymbal},
editor = {Hisham Haddad},
title = {The impact of sample reduction on PCA-based feature extraction for
supervised learning},
booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
Dijon, France, April 23-27, 2006},
pages = {553--558},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141277.1141406},
doi = {10.1145/1141277.1141406},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/PechenizkiyPT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/TsymbalPC05,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Padraig Cunningham},
title = {Diversity in search strategies for ensemble feature selection},
journal = {Inf. Fusion},
volume = {6},
number = {1},
pages = {83--98},
year = {2005},
url = {https://doi.org/10.1016/j.inffus.2004.04.003},
doi = {10.1016/J.INFFUS.2004.04.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/TsymbalPC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/DelanyCTC05,
author = {Sarah Jane Delany and
Padraig Cunningham and
Alexey Tsymbal and
Lorcan Coyle},
title = {A case-based technique for tracking concept drift in spam filtering},
journal = {Knowl. Based Syst.},
volume = {18},
number = {4-5},
pages = {187--195},
year = {2005},
url = {https://doi.org/10.1016/j.knosys.2004.10.002},
doi = {10.1016/J.KNOSYS.2004.10.002},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/DelanyCTC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PechenizkiyTP05,
author = {Mykola Pechenizkiy and
Alexey Tsymbal and
Seppo Puuronen},
title = {Local Dimensionality Reduction within Natural Clusters for Medical
Data Analysis},
booktitle = {18th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2005),
23-24 June 2005, Dublin, Ireland},
pages = {365--370},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CBMS.2005.71},
doi = {10.1109/CBMS.2005.71},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/PechenizkiyTP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/PechenizkiyTP05,
author = {Mykola Pechenizkiy and
Alexey Tsymbal and
Seppo Puuronen},
title = {Knowledge Management Challenges in Knowledge Discovery Systems},
booktitle = {16th International Workshop on Database and Expert Systems Applications
{(DEXA} 2005), 22-26 August 2005, Copenhagen, Denmark},
pages = {433--437},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/DEXA.2005.124},
doi = {10.1109/DEXA.2005.124},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/PechenizkiyTP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/PechenizkiyPT05,
author = {Mykola Pechenizkiy and
Seppo Puuronen and
Alexey Tsymbal},
title = {Competitive Advantage from Data Mining: Some Lessons Learnt in the
Information Systems Field},
booktitle = {16th International Workshop on Database and Expert Systems Applications
{(DEXA} 2005), 22-26 August 2005, Copenhagen, Denmark},
pages = {733--737},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/DEXA.2005.64},
doi = {10.1109/DEXA.2005.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/PechenizkiyPT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TsymbalPC05,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Padraig Cunningham},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Sequential Genetic Search for Ensemble Feature Selection},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {877--882},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1312.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TsymbalPC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wm/TsymbalPPSA05,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Seppo Puuronen and
Michael A. Shifrin and
Irina Alexandrova},
editor = {Klaus{-}Dieter Althoff and
Andreas Dengel and
Ralph Bergmann and
Markus Nick and
Thomas Roth{-}Berghofer},
title = {Knowledge Discovery in Microbiology Data: Analysis of Antibiotic Resistance
in Nosocomial Infections},
booktitle = {{WM} 2005: Professional Knowledge Management - Experiences and Visions,
Contributions to the 3rd Conference Professional Knowledge Management
- Experiences and Visions, April 10-13, 2005, Kaiserslautern, Germany},
pages = {334--340},
publisher = {DFKI, Kaiserslautern},
year = {2005},
timestamp = {Fri, 13 Sep 2019 15:47:23 +0200},
biburl = {https://dblp.org/rec/conf/wm/TsymbalPPSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wm/PechenizkiyTPSA05,
author = {Mykola Pechenizkiy and
Alexey Tsymbal and
Seppo Puuronen and
Michael A. Shifrin and
Irina Alexandrova},
editor = {Klaus{-}Dieter Althoff and
Andreas Dengel and
Ralph Bergmann and
Markus Nick and
Thomas Roth{-}Berghofer},
title = {Knowledge Discovery from Microbiology Data: Many-Sided Analysis of
Antibiotic Resistance in Nosocomial Infections},
booktitle = {Professional Knowledge Management, Third Biennial Conference, {WM}
2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {3782},
pages = {360--372},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11590019\_41},
doi = {10.1007/11590019\_41},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wm/PechenizkiyTPSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PechenizkiyTP04,
author = {Mykola Pechenizkiy and
Alexey Tsymbal and
Seppo Puuronen},
title = {PCA-based Feature Transformation for Classification: Issues in Medical
Diagnostics},
booktitle = {17th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2004),
24-25 June 2004, Bethesda, MD, {USA}},
pages = {535},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CBMS.2004.1311770},
doi = {10.1109/CBMS.2004.1311770},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/PechenizkiyTP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/GreeneTBC04,
author = {Derek Greene and
Alexey Tsymbal and
Nadia Bolshakova and
Padraig Cunningham},
title = {Ensemble Clustering in Medical Diagnostics},
booktitle = {17th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2004),
24-25 June 2004, Bethesda, MD, {USA}},
pages = {576--581},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CBMS.2004.1311777},
doi = {10.1109/CBMS.2004.1311777},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/GreeneTBC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/TsymbalPC04,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Padraig Cunningham},
editor = {Yahiko Kambayashi and
Mukesh K. Mohania and
Wolfram W{\"{o}}{\ss}},
title = {Diversity in Random Subspacing Ensembles},
booktitle = {Data Warehousing and Knowledge Discovery, 6th International Conference,
DaWaK 2004, Zaragoza, Spain, September 1-3, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3181},
pages = {309--319},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30076-2\_31},
doi = {10.1007/978-3-540-30076-2\_31},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dawak/TsymbalPC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/RooneyPAT04,
author = {Niall Rooney and
David W. Patterson and
Sarab S. Anand and
Alexey Tsymbal},
editor = {Valerie Barr and
Zdravko Markov},
title = {Random Subspacing for Regression Ensembles},
booktitle = {Proceedings of the Seventeenth International Florida Artificial Intelligence
Research Society Conference, Miami Beach, Florida, {USA}},
pages = {532--537},
publisher = {{AAAI} Press},
year = {2004},
url = {http://www.aaai.org/Library/FLAIRS/2004/flairs04-092.php},
timestamp = {Wed, 26 Oct 2022 08:35:30 +0200},
biburl = {https://dblp.org/rec/conf/flairs/RooneyPAT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/RooneyPAT04,
author = {Niall Rooney and
David W. Patterson and
Sarab S. Anand and
Alexey Tsymbal},
editor = {Fabio Roli and
Josef Kittler and
Terry Windeatt},
title = {Dynamic Integration of Regression Models},
booktitle = {Multiple Classifier Systems, 5th International Workshop, {MCS} 2004,
Cagliari, Italy, June 9-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3077},
pages = {164--173},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25966-4\_16},
doi = {10.1007/978-3-540-25966-4\_16},
timestamp = {Wed, 21 Dec 2022 22:29:51 +0100},
biburl = {https://dblp.org/rec/conf/mcs/RooneyPAT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/DelanyCTC04,
author = {Sarah Jane Delany and
P{\'{a}}draig Cunningham and
Alexey Tsymbal and
Lorcan Coyle},
editor = {Ann Macintosh and
Richard Ellis and
Tony Allen},
title = {A Case-Based Technique for Tracking Concept Drift in Spam Filtering},
booktitle = {Applications and Innovations in Intelligent Systems XII, Proceedings
of AI-2004, the Twenty-fourth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, 13-15 December 2004},
pages = {3--16},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/1-84628-103-2\_1},
doi = {10.1007/1-84628-103-2\_1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/DelanyCTC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/TsymbalPP03,
author = {Alexey Tsymbal and
Seppo Puuronen and
David W. Patterson},
title = {Ensemble feature selection with the simple Bayesian classification},
journal = {Inf. Fusion},
volume = {4},
number = {2},
pages = {87--100},
year = {2003},
url = {https://doi.org/10.1016/S1566-2535(03)00004-6},
doi = {10.1016/S1566-2535(03)00004-6},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/TsymbalPP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/TsymbalPPP03,
author = {Alexey Tsymbal and
Mykola Pechenizkiy and
Seppo Puuronen and
David W. Patterson},
editor = {Leonid A. Kalinichenko and
Rainer Manthey and
Bernhard Thalheim and
Uwe Wloka},
title = {Dynamic Integration of Classifiers in the Space of Principal Components},
booktitle = {Advances in Databases and Information Systems, 7th East European Conference,
{ADBIS} 2003, Dresden, Germany, September 3-6, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2798},
pages = {278--292},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39403-7\_22},
doi = {10.1007/978-3-540-39403-7\_22},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/TsymbalPPP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/TsymbalCPP03,
author = {Alexey Tsymbal and
Padraig Cunningham and
Mykola Pechenizkiy and
Seppo Puuronen},
title = {Search Strategies for Ensemble Feature Selection in Medical Diagnostics},
booktitle = {16th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2003),
26-27 June 2003, New York, NY, {USA}},
pages = {124--129},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/CBMS.2003.1212777},
doi = {10.1109/CBMS.2003.1212777},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/TsymbalCPP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/PechenizkiyPT03,
author = {Mykola Pechenizkiy and
Seppo Puuronen and
Alexey Tsymbal},
editor = {Vasile Palade and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Feature Extraction for Classification in Knowledge Discovery Systems},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 7th
International Conference, {KES} 2003, Oxford, UK, September 3-5, 2003,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2773},
pages = {526--532},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45224-9\_72},
doi = {10.1007/978-3-540-45224-9\_72},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/PechenizkiyPT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/TsymbalP02,
author = {Alexey Tsymbal and
Seppo Puuronen},
title = {Ensemble Feature election with the Simple Bayesian Classification
in Medical Diagnostics},
booktitle = {15th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2002),
4-7 June 2002, Maribor, Slovenia},
pages = {225--230},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/CBMS.2002.1011381},
doi = {10.1109/CBMS.2002.1011381},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/TsymbalP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/TsymbalPPBP02,
author = {Alexey Tsymbal and
Seppo Puuronen and
Mykola Pechenizkiy and
Matthias Baumgarten and
David W. Patterson},
editor = {Susan M. Haller and
Gene Simmons},
title = {Eigenvector-Based Feature Extraction for Classification},
booktitle = {Proceedings of the Fifteenth International Florida Artificial Intelligence
Research Society Conference, May 14-16, 2002, Pensacola Beach, Florida,
{USA}},
pages = {354--358},
publisher = {{AAAI} Press},
year = {2002},
url = {http://www.aaai.org/Library/FLAIRS/2002/flairs02-070.php},
timestamp = {Wed, 26 Oct 2022 08:35:33 +0200},
biburl = {https://dblp.org/rec/conf/flairs/TsymbalPPBP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsymbalPP02,
author = {Alexey Tsymbal and
Seppo Puuronen and
David W. Patterson},
editor = {Mohand{-}Said Hacid and
Zbigniew W. Ras and
Djamel A. Zighed and
Yves Kodratoff},
title = {Feature Selection for Ensembles of Simple Bayesian Classifiers},
booktitle = {Foundations of Intelligent Systems, 13th International Symposium,
{ISMIS} 2002, Lyon, France, June 27-29, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2366},
pages = {592--600},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-48050-1\_63},
doi = {10.1007/3-540-48050-1\_63},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/TsymbalPP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/PuuronenT01,
author = {Seppo Puuronen and
Alexey Tsymbal},
title = {Local Feature Selection with Dynamic Integration of Classifiers},
journal = {Fundam. Informaticae},
volume = {47},
number = {1-2},
pages = {91--117},
year = {2001},
url = {http://content.iospress.com/articles/fundamenta-informaticae/fi47-1-2-07},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fuin/PuuronenT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/PuuronenST01,
author = {Seppo Puuronen and
Iryna Skrypnyk and
Alexey Tsymbal},
editor = {Albertas Caplinskas and
Johann Eder},
title = {Ensemble Feature Selection Based on Contextual Merit and Correlation
Heuristics},
booktitle = {Advances in Databases and Information Systems, 5th East European Conference,
{ADBIS} 2001, Vilnius, Lithuania, September 25-28, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2151},
pages = {155--168},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44803-9\_13},
doi = {10.1007/3-540-44803-9\_13},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/adbis/PuuronenST01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/PuuronenST01,
author = {Seppo Puuronen and
Iryna Skrypnyk and
Alexey Tsymbal},
editor = {Yahiko Kambayashi and
Werner Winiwarter and
Masatoshi Arikawa},
title = {Ensemble Feature Selection Based on the Contextual Merit},
booktitle = {Data Warehousing and Knowledge Discovery, Third International Conference,
DaWaK 2001, Munich, Germany, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2114},
pages = {111--120},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44801-2\_12},
doi = {10.1007/3-540-44801-2\_12},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/PuuronenST01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/PuuronenTS01,
author = {Seppo Puuronen and
Alexey Tsymbal and
Iryna Skrypnyk},
editor = {Frank Hoffmann and
David J. Hand and
Niall M. Adams and
Douglas H. Fisher and
Gabriela Guimar{\~{a}}es},
title = {Correlation-Based and Contextual Merit-Based Ensemble Feature Selection},
booktitle = {Advances in Intelligent Data Analysis, 4th International Conference,
{IDA} 2001, Cascais, Portugal, September 13-15, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2189},
pages = {135--144},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44816-0\_14},
doi = {10.1007/3-540-44816-0\_14},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/PuuronenTS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/Tsymbal00,
author = {Alexey Tsymbal},
editor = {Julius Stuller and
Jaroslav Pokorn{\'{y}} and
Bernhard Thalheim and
Yoshifumi Masunaga},
title = {Decision Committee Learning with Dynamic Integration of Classifiers},
booktitle = {Current Issues in Databases and Information Systems, East-European
Conference on Advances in Databases and Information Systems Held Jointly
with International Conference on Database Systems for Advanced Applications,
{ADBIS-DASFAA} 2000, Prague, Czech Republic, September 5-8, 2000,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1884},
pages = {265--278},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44472-6\_21},
doi = {10.1007/3-540-44472-6\_21},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/adbis/Tsymbal00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PuuronenTS00,
author = {Seppo Puuronen and
Alexey Tsymbal and
Iryna Skrypnyk},
title = {Advanced Local Feature Selection in Medical Diagnostics},
booktitle = {13th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2000),
23-24 June 2000, Houston, TX, {USA}},
pages = {25},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/CBMS.2000.856868},
doi = {10.1109/CBMS.2000.856868},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/PuuronenTS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/PuuronenTT00,
author = {Seppo Puuronen and
Alexey Tsymbal and
Vagan Y. Terziyan},
editor = {Belur V. Dasarathy},
title = {Distance functions in dynamic integration of data mining techniques},
booktitle = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
II, Orlando, FL, USA, April 24, 2000},
series = {{SPIE} Proceedings},
volume = {4057},
pages = {22--32},
publisher = {{SPIE}},
year = {2000},
url = {https://doi.org/10.1117/12.381747},
doi = {10.1117/12.381747},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmkdttt/PuuronenTT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/TsymbalP00,
author = {Alexey Tsymbal and
Seppo Puuronen},
editor = {Mateo Valero and
Viktor K. Prasanna and
Sriram Vajapeyam},
title = {Dynamic Integration of Decision Committees},
booktitle = {High Performance Computing - HiPC 2000, 7th International Conference,
Bangalore, India, December 17-20, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1970},
pages = {537--546},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44467-X\_49},
doi = {10.1007/3-540-44467-X\_49},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/hipc/TsymbalP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsymbalP00,
author = {Alexey Tsymbal and
Seppo Puuronen},
editor = {Zbigniew W. Ras and
Setsuo Ohsuga},
title = {Local Feature Selection with Dynamic Integration of Classifiers},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium,
{ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1932},
pages = {417--425},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39963-1\_44},
doi = {10.1007/3-540-39963-1\_44},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/TsymbalP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TsymbalP00,
author = {Alexey Tsymbal and
Seppo Puuronen},
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {Bagging and Boosting with Dynamic Integration of Classifiers},
booktitle = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
{PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1910},
pages = {116--125},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45372-5\_12},
doi = {10.1007/3-540-45372-5\_12},
timestamp = {Mon, 05 Feb 2024 20:31:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TsymbalP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/TsymbalPT99,
author = {Alexey Tsymbal and
Seppo Puuronen and
Vagan Y. Terziyan},
editor = {Johann Eder and
Ivan Rozman and
Tatjana Welzer},
title = {Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its
Experimental Investigation},
booktitle = {Advances in Databases and Information Systems, Third East European
Conference, ADBIS'99, Maribor, Slovenia, September 13-16, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1691},
pages = {205--217},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48252-0\_16},
doi = {10.1007/3-540-48252-0\_16},
timestamp = {Tue, 21 Mar 2023 20:54:24 +0100},
biburl = {https://dblp.org/rec/conf/adbis/TsymbalPT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/SkrypnikTPT99,
author = {Irina Skrypnik and
Vagan Y. Terziyan and
Seppo Puuronen and
Alexey Tsymbal},
title = {Learning Feature Selection for Medical Databases},
booktitle = {12th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} '99).
18-20 June 1999, Stamford, CT, {USA}},
pages = {53},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/CBMS.1999.781248},
doi = {10.1109/CBMS.1999.781248},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/SkrypnikTPT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/PuuronenTKT99,
author = {Seppo Puuronen and
Vagan Y. Terziyan and
Artyom Katasonov and
Alexey Tsymbal},
editor = {Belur V. Dasarathy},
title = {Dynamic integration of multiple data mining techniques in a knowledge
discovery management system},
booktitle = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
I, Orlando, FL, USA, April 5, 1999},
series = {{SPIE} Proceedings},
volume = {3695},
pages = {128--141},
publisher = {{SPIE}},
year = {1999},
url = {https://doi.org/10.1117/12.339975},
doi = {10.1117/12.339975},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmkdttt/PuuronenTKT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/PuuronenTT99,
author = {Seppo Puuronen and
Vagan Y. Terziyan and
Alexey Tsymbal},
editor = {Zbigniew W. Ras and
Andrzej Skowron},
title = {A Dynamic Integration Algorithm for an Ensemble of Classifiers},
booktitle = {Foundations of Intelligent Systems, 11th International Symposium,
{ISMIS} '99, Warsaw, Poland, June 8-11, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1609},
pages = {592--600},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/BFb0095148},
doi = {10.1007/BFB0095148},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/PuuronenTT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/TerziyanTP98,
author = {Vagan Y. Terziyan and
Alexey Tsymbal and
Seppo Puuronen},
title = {The decision support system for telemedicine based on multiple expertise},
journal = {Int. J. Medical Informatics},
volume = {49},
number = {2},
pages = {217--229},
year = {1998},
url = {https://doi.org/10.1016/S1386-5056(98)00041-0},
doi = {10.1016/S1386-5056(98)00041-0},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/TerziyanTP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/TsymbalPT98,
author = {Alexey Tsymbal and
Seppo Puuronen and
Vagan Y. Terziyan},
title = {Advanced Dynamic Selection of Diagnostic Methods},
booktitle = {11th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} '98),
12-14 June 1998, Lubbock, TX, {USA}},
pages = {50--54},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/CBMS.1998.701229},
doi = {10.1109/CBMS.1998.701229},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/TsymbalPT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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